kepler
Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics
AI summary
Energy estimator
An eBPF-based tool that collects system performance data and uses machine learning to estimate energy consumption in Kubernetes clusters.
- stars
- 1.2K
- forks
- 187
- watching
- 23
- awesome lists
- 3
Similar projects
Found by comparing what the projects do, not just their names.
Energy Monitor
A tool to measure and monitor the energy consumption of systems and applications.
Energy calculator
Measures energy usage and carbon emissions of computational processes.
Energy modeling library
Provides tools for calculating energy savings based on standardized models of building energy usage.
EBPF metrics collector
An exporter for collecting custom eBPF metrics and OpenTelemetry traces from Linux kernel programs
Resource collector
Collects performance metrics from Slurm resource scheduling system and exports them as Prometheus metrics.
Energy modeler
Generates models for energy system analysis and optimization.
Monitoring tool
An eBPF-based monitoring tool for Kubernetes applications.
Carbon calculator
A tool to measure energy and carbon consumption of software throughout its life cycle
Energy monitor
Measures energy consumption of Python scripts
Energy Monitor
An energy monitoring system based on the Raspberry Pi.
Energy auditor
A tool for measuring and verifying energy efficiency improvements in buildings
Energy meter
A tool to measure energy consumption of code snippets by leveraging Intel RAPL and NVIDIA GPU technologies.
Performance analyzer
An Observability platform using eBPF and WASM to instrument and analyze system performance data
Metrics collector
A library for collecting and visualizing metrics from Elixir applications
Optimization tool
A Python-based package for solving optimization problems in power systems
Featured in 3 awesome lists
Each link jumps to the spot where the list mentions kepler.
